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Title: Add Support For Bigtable as Online Store by Wirick · Pull Request #833 · feast-dev/feast · GitHub

Open Graph Title: Add Support For Bigtable as Online Store by Wirick · Pull Request #833 · feast-dev/feast

X Title: Add Support For Bigtable as Online Store by Wirick · Pull Request #833 · feast-dev/feast

Description: What this PR does / why we need it: This implements support for using bigtable to ingest and serve low latency features, while having a fully managed and scalable database backend. This design will be a jumping off point, as I see it as easily adaptable to different use cases of a service like bigtable. I would be interested in exploring if we could maybe have different couplings of serving and ingestion code so that we could do specific actions with keys. For our use case it may require a different bigtable instance, since it can't use a multi cluster routing app profile but that seems like a worthwhile investment. https://cloud.google.com/bigtable/docs/writes#increments This way we could potentially have features that are incremented or appended to (like lists of values for computational/aggregation purposes) Certainly having to serialize lots of values may not be performant, but if we are careful about it I could see that we could compute aggregations on the fly. This may even be possible using the same sort of configurations as this implementation uses. Which issue(s) this PR fixes: Fixes # Does this PR introduce a user-facing change?: Add Bigtable Store

Open Graph Description: What this PR does / why we need it: This implements support for using bigtable to ingest and serve low latency features, while having a fully managed and scalable database backend. This design will...

X Description: What this PR does / why we need it: This implements support for using bigtable to ingest and serve low latency features, while having a fully managed and scalable database backend. This design will...

Opengraph URL: https://github.com/feast-dev/feast/pull/833

X: @github

direct link

Domain: github.com

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Conversation 6 https://github.com/feast-dev/feast/pull/833
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Show all changes 29 commits https://github.com/feast-dev/feast/pull/833/files
60ba52f Nearly compiling Wirick Jun 1, 2020 https://github.com/feast-dev/feast/pull/833/commits/60ba52f01a8266be81a4a7a196bd508b9ecc655b
d9228c4 Bigtable Logic Including the Protobuf objects Wirick Jun 3, 2020 https://github.com/feast-dev/feast/pull/833/commits/d9228c4e352a834ae4ee1143aee70310b2ad4321
89f3718 Reset back to original dependencies Wirick Jun 10, 2020 https://github.com/feast-dev/feast/pull/833/commits/89f3718cb0310ccdefd6a5627a969bea10e6b559
1ec9828 Now I have the both ingestion and serving up Wirick Jun 30, 2020 https://github.com/feast-dev/feast/pull/833/commits/1ec9828c4ffae3c5e0bced7e1f3e3cb7f4a09bc4
3b7aa34 Resolve dependencies around spring upgrade Wirick Jun 30, 2020 https://github.com/feast-dev/feast/pull/833/commits/3b7aa34eb4e3be1fec245d988f5203fb9ad014d5
df39a2b Change to consistent PCollectionView for feature set specs Wirick Jul 1, 2020 https://github.com/feast-dev/feast/pull/833/commits/df39a2bbefdc2d7f3002d7dd57d780d31b4b31f2
36c0dd2 Turn all the pseudocode into real logic Wirick Jul 2, 2020 https://github.com/feast-dev/feast/pull/833/commits/36c0dd24d386af64e116c3eea27828fc97a6a29a
46d3b71 Move the parsing logic to FeatureRowDecoder Wirick Jul 2, 2020 https://github.com/feast-dev/feast/pull/833/commits/46d3b7143f6659e7ef4839b772556b99d4499564
8e804a3 Limit the decoder to the features being requested Wirick Jul 3, 2020 https://github.com/feast-dev/feast/pull/833/commits/8e804a3c1efaeca4f68ea0fe97c724a8d32baf2c
9ecc683 Using a column based qualifier regex makes things slower Wirick Jul 3, 2020 https://github.com/feast-dev/feast/pull/833/commits/9ecc683fbbf491b0b77c5b00bd2b1452b4c3ab88
ee5eb5a Upgrade to spring boot 2.3.1 Wirick Jul 3, 2020 https://github.com/feast-dev/feast/pull/833/commits/ee5eb5a9977bb29393b2fa5d080d662d83bad57b
c9aca31 Reformatting and adding debug info Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/c9aca3102c8963658de7a2cea0cfcd2d4ad7d6f0
ff322b1 Don't change where python resides in makefile Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/ff322b191e71ed2c2b516c17df0be98f2e190994
e6ce427 Revert to og makefile Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/e6ce4277a28c67ba99c13e57f9ee57591bf63e3b
82685a8 Clean up diff with master in makefile Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/82685a8ebb738335ec7a494b890d87cf5a00e774
f8850bb Last bit from makefile Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/f8850bbf90d7e2561c2770e00373e4e8b7f3ad1e
07b26cc Remove diff in core/pom.xml Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/07b26cc94a404336d1ae0f0a7f0fadd379ccefc2
c0d8c4f Last bit of core/pom.xml Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/c0d8c4f7e0df773d14efc9e12304cecd2852ac7c
364f1f6 Move back to h2 url Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/364f1f61f5e2539020cdf4a4654e2b139e5c9f9e
4e75364 Resolve diff with ingestion/pom.xml Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/4e75364e354fc6ddd8283c6278143aa01e3fd689
9d84e27 Resolve diff with pom.xml Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/9d84e27c34d46bf533997df55394174e3d9cfe26
3bffcd4 Resolve pom.xml diff Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/3bffcd4cfc1de496a673dd0b3001930a96b04569
bcab063 Update ingestion/pom.xml Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/bcab06338582dfd08690c8dcac53675889ae43e0
d97e909 Clean up sdk debug changes Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/d97e90948b815b2c198da33c2d6ee4fb46290e4f
f5359e5 Fixing serving/pom.xml diff Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/f5359e5353c12f7a96c562b4812288f40e39e955
85e2cc1 More truing up Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/85e2cc18e6ceea423a07ab3942c3401c135b6445
9c97794 Reverting to previous Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/9c977946b0e66baca251754a0db115760738a403
b9a95e9 Maaaking sure protos are up to date Wirick Jul 22, 2020 https://github.com/feast-dev/feast/pull/833/commits/b9a95e97343c51b3a3ac6216ef9e96b89ad0ab80
803f12a Merge branch 'master' into postmates/add_bigtable_store Wirick Jul 28, 2020 https://github.com/feast-dev/feast/pull/833/commits/803f12aac2f8df05c82417fdccb333f646e92c32
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